Data Exploration
Preliminary data exploration of all data sets extracted:
- One post-injury test (not merged with SIMS data)
- Two post-injury tests (not merged with SIMS data)
- Three post-injury tests (not merged with SIMS data)
- Four post-injury tests (not merged with SIMS data)
- One post-injury test (merged with SIMS)
- Two post-injury tests (merged with SIMS)
- Three post-injury tests (merged with SIMS)
- Four post-injury tests (merged with SIMS)
Of note, age range for all data sets was filtered to individuals between 12 - 18 years old.
Number of Observations per Data Set
| One post-injury test (not merged with SIMS) |
9,991 |
| One post-injury test (merged with SIMS) |
257 |
| Two post-injury tests (not merged with SIMS) |
5,295 |
| Two post-injury tests (merged with SIMS) |
341 |
| Three post-injury tests (not merged with SIMS) |
2,228 |
| Three post-injury tests (merged with SIMS) |
143 |
| Four post-injury tests (not merged with SIMS) |
780 |
| Four post-injury tests (merged with SIMS) |
40 |
PCSS Score Description
| Headache-Migraine Cluster |
3 |
18 |
| Anxiety-Mood Cluster |
5 |
30 |
| Cognitive Cluster |
4 |
24 |
| Ocular-Motor Cluster |
1 |
6 |
| Vestibular Cluster |
4 |
24 |
| Sleep Cluster |
5 |
30 |
| Total Symptom Score |
22 |
132 |
One Post-Injury Test (not merged with SIMS data)
PCSS Summary
Headache-Migraine Cluster
Cognitive Symptom Cluster
Two Post-Injury Tests (not merged with SIMS data)
PCSS Summary
Headache-Migraine Cluster 1
Headache-Migraine Cluster 2
Cognitive Symptom Cluster 1
Cognitive Symptom Cluster 2
Three Post-Injury Tests (not merged with SIMS data)
PCSS Summary
Headache-Migraine Cluster 1
Headache-Migraine Cluster 2
Headache-Migraine Cluster 3
Cognitive Symptom Cluster 1
Cognitive Symptom Cluster 2
Cognitive Symptom Cluster 3
Four Post-Injury Tests (not merged with SIMS data)
PCSS Summary
Headache-Migraine Cluster 1
Headache-Migraine Cluster 2
Headache-Migraine Cluster 3
Headache-Migraine Cluster 4
Cognitive Symptom Cluster 1
Cognitive Symptom Cluster 2
Cognitive Symptom Cluster 3
Cognitive Symptom Cluster 4
One Post-Injury Test (merged with SIMS data)
PCSS Summary
Headache-Migraine Cluster
Cognitive Symptom Cluster
RTL/RTP Summary
Injury Onset to Test Date
Injury Onset to RTL Completion
Injury Onset to RTP Completion
Plot 1

Plot 2

Plot 3

Two Post-Injury Tests (merged with SIMS data)
PCSS Summary
Headache-Migraine Cluster 1
Headache-Migraine Cluster 2
Cognitive Symptom Cluster 1
Cognitive Symptom Cluster 2
RTL/RTP Summary
Injury Onset to Test Date 1
Injury Onset to Test Date 2
Injury Onset to RTL Completion
Injury Onset to RTP Completion
Plot 1

Plot 2

Plot 3

Plot 4

Plot 5

Plot 6

Three Post-Injury Tests (merged with SIMS data)
PCSS Summary
Headache-Migraine Cluster 1
Headache-Migraine Cluster 2
Headache-Migraine Cluster 3
Cognitive Symptom Cluster 1
Cognitive Symptom Cluster 2
Cognitive Symptom Cluster 3
RTL/RTP Summary
Injury Onset to Test Date 1
Injury Onset to Test Date 2
Injury Onset to Test Date 3
Injury Onset to RTL Completion
Injury Onset to RTP Completion
Plot 1

Plot 2

Plot 3

Plot 4

Plot 5

Plot 6

Plot 7

Plot 8

Plot 9

Plot 10

Four Post-Injury Tests (merged with SIMS data)
PCSS Summary
Headache-Migraine Cluster 1
Headache-Migraine Cluster 2
Headache-Migraine Cluster 3
Headache-Migraine Cluster 4
Cognitive Symptom Cluster 1
Cognitive Symptom Cluster 2
Cognitive Symptom Cluster 3
Cognitive Symptom Cluster 4
RTL/RTP Summary
Injury Onset to Test Date 1
Injury Onset to Test Date 2
Injury Onset to Test Date 3
Injury Onset to Test Date 4
Injury Onset to RTL Completion
Injury Onset to RTP Completion
Plot 1

Plot 2

Plot 3

Plot 4

Plot 5

Plot 6

Plot 7

Plot 8

Plot 9

Plot 10

Plot 11

Plot 12

Plot 13

Plot 14

Plot 15
